Tânia Pereira - Publications, H-index & Citations

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Tânia Pereira

inesc tec

24H-index

153Paper Count

2.3KCitation Count

Published Papers 38

Publication Date

Enhancing Medical Image Analysis: A Pipeline Combining Synthetic Image Generation and Super-Resolution

PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT II

IF0

2026-01-01

PREAI

Sousa, Pedro; Campai, Diogo; Andrade, Joao; Pereira, Pedro; Goncalves, Tiago; Teixeira, Luis F.; Pereira, Tania; Oliveira, Helder P.

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Bridging Domain Gaps in Computational Pathology: A Comparative Study of Adaptation Strategies

SENSORS

IF3.5

2025-04-30

OAAI

Nunes, Joao D.; Montezuma, Diana; Oliveira, Domingos; Pereira, Tania; Zlobec, Inti; Pinto, Isabel Macedo; Cardoso, Jaime S.

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Multi-task transformer network for subject-independent iEEG seizure detection

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-04-01

PREAI

Sun, Yulin; Cheng, Longlong; Si, Xiaopeng; He, Runnan; Pereira, Tania; Pang, Meijun; Zhang, Kuo; Song, Xin

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Recent applications of EEG-based brain-computer-interface in the medical field

MILITARY MEDICAL RESEARCH

IF22.9

2025-03-24

OAAI

Liu, Xiu-Yun; Wang, Wen-Long; Liu, Miao; Chen, Ming-Yi; Pereira, Tania; Doda, Desta Yakob; Ke, Yu-Feng; Wang, Shou-Yan; Wen, Dong; Tong, Xiao-Guang; Li, Wei-Guang; Yang, Yi; Han, Xiao-Di; Sun, Yu-Lin; Song, Xin; Hao, Cong-Ying; Zhang, Zi-Hua; Liu, Xin-Yang; Li, Chun-Yang; Peng, Rui; Song, Xiao-Xin; Yasi, Abi; Pang, Mei-Jun; Zhang, Kuo; He, Run-Nan; Wu, Le; Chen, Shu-Geng; Chen, Wen-Jin; Chao, Yan-Gong; Hu, Cheng-Gong; Zhang, Heng; Zhou, Min; Wang, Kun; Liu, Peng-Fei; Chen, Chen; Geng, Xin-Yi; Qin, Yun; Gao, Dong-Rui; Song, En-Ming; Cheng, Long-Long; Chen, Xun

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Editorial: Hemodynamic parameters and cardiovascular changes

FRONTIERS IN PHYSIOLOGY

IF3.4

2025-01-03

OAAI

Pereira, Tania; Gadhoumi, Kais; Xiao, Ran

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A survey on cell nuclei instance segmentation and classification: Leveraging context and attention

MEDICAL IMAGE ANALYSIS

IF11.8

2025-01-01

OAAI

Nunes, Joao D.; Montezuma, Diana; Oliveira, Domingos; Pereira, Tania; Cardoso, Jaime S.

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Efficient-Proto-Caps: A Parameter-Efficient and Interpretable Capsule Network for Lung Nodule Characterization

IEEE ACCESS

IF3.6

2025-01-01

PREAI

Rodrigues, Eduardo M.; Gouveia, Margarida; Oliveira, Helder P.; Pereira, Tania

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Causal representation learning through higher-level information extraction

ACM COMPUTING SURVEYS

IF28

2024-11-07

PREAI

Silva, Francisco; Oliveira, helder P.; Pereira, Tania

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A review of machine learning methods for cancer characterization from microbiome data

NPJ PRECISION ONCOLOGY

IF8

2024-05-30

OAAI

Teixeira, Marco; Silva, Francisco; Ferreira, Rui M.; Pereira, Tania; Figueiredo, Ceu; Oliveira, Helder P.

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Mortality prediction using medical time series on TBI patients

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-12-01

PREAI

Fonseca, Joao; Liu, Xiuyun; Oliveira, Helder P.; Pereira, Tania

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Machine learning-based approaches for cancer prediction using microbiome data

SCIENTIFIC REPORTS

IF3.9

2023-07-21

OAAI

Freitas, Pedro; Silva, Francisco; Sousa, Joana Vale; Ferreira, Rui M.; Figueiredo, Ceu; Pereira, Tania; Oliveira, Helder P.

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Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening?

SENSORS

IF3.5

2023-06-15

OAAI

Sousa, Joana Vale; Matos, Pedro; Silva, Francisco; Freitas, Pedro; Oliveira, Helder P.; Pereira, Tania

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Lung CT image synthesis using GANs

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-04-01

PREAI

Mendes, Jose; Pereira, Tania; Silva, Francisco; Frade, Julieta; Morgado, Joana; Freitas, Claudia; Negrao, Eduardo; de Lima, Beatriz Flor; da Silva, Miguel Correia; Madureira, Antonio J.; Ramos, Isabel; Costa, Jose Luis; Hespanhol, Venceslau; Cunha, Antonio; Oliveira, Helder P.

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Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal

SENSORS

IF3.5

2022-09-21

OAAI

Ding, Cheng; Pereira, Tania; Xiao, Ran; Lee, Randall J.; Hu, Xiao

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The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans

SENSORS

IF3.5

2022-04-30

OAAI

Sousa, Joana; Pereira, Tania; Neves, Ines; Silva, Francisco; Oliveira, Helder P.

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Towards Machine Learning-Aided Lung Cancer Clinical Routines: Approaches and Open Challenges

JOURNAL OF PERSONALIZED MEDICINE

IF3

2022-03-16

OAAI

Silva, Francisco; Pereira, Tania; Neves, Ines; Morgado, Joana; Freitas, Claudia; Malafaia, Mafalda; Sousa, Joana; Fonseca, Joao; Negrao, Eduardo; de Lima, Beatriz Flor; da Silva, Miguel Correia; Madureira, Antonio J.; Ramos, Isabel; Costa, Jose Luis; Hespanhol, Venceslau; Cunha, Antonio; Oliveira, Helder P.

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Robustness Analysis of Deep Learning-Based Lung Cancer Classification Using Explainable Methods

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Malafaia, Mafalda; Silva, Francisco; Neves, Ines; Pereira, Tania; Oliveira, Helder P.

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The Role of Liquid Biopsy in Early Diagnosis of Lung Cancer

FRONTIERS IN ONCOLOGY

IF3.3

2021-04-16

OAAI

Freitas, Claudia; Sousa, Catarina; Machado, Francisco; Serino, Mariana; Santos, Vanessa; Cruz-Martins, Natalia; Teixeira, Armando; Cunha, Antonio; Pereira, Tania; Oliveira, Helder P.; Costa, Jose Luis; Hespanhol, Venceslau

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EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Silva, Francisco; Pereira, Tania; Morgado, Joana; Frade, Julieta; Mendes, Jose; Freitas, Claudia; Negrao, Eduardo; De Lima, Beatriz Flor; Silva, Miguel Correia Da; Madureira, Antonio J.; Ramos, Isabel; Hespanhol, Venceslau; Costa, Jose Luis; Cunha, Antonio; Oliveira, Helder P.

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Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Zhang, Oliver; Ding, Cheng; Pereira, Tania; Xiao, Ran; Gadhoumi, Kais; Meisel, Karl; Lee, Randall J.; Chen, Yiran; Hu, Xiao

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Research Directions